a16z's $1.1B Machine Age fund, Meta's India VP heads to OpenAI
Capital is finally catching up to the bottleneck. Andreessen Horowitz said Thursday it is standing up a $1.1 billion "Machine Age" fund dedicated to the physical layer of AI — chips, memory, interconnects, data centers, robots, and the cooling, electrical, and real-estate buildout they all need. The pitch is unusually blunt for a16z: the firm calls AI's advance a "social and national imperative," and says the next decade of returns will belong to whoever can ship faster, cheaper, and more power-efficient systems underneath the models.
a16z is breaking from its own playbook with a hardware-dedicated fund. The firm built its name backing software; this vehicle is explicitly engineered to back the metal. In a blog post announcing the fund, a16z said it is looking for "faster and more efficient systems," "cheaper and higher-bandwidth memory across the memory hierarchy," "faster and more scalable interconnects between nodes and systems," "power efficient edge devices for AI to explore and interact with the world," and all the supporting cooling, materials, electrical, and real estate to keep that hardware alive. The framing is a quiet admission of what the AI build-out has actually been telling us for two years: GPUs are the headline, but the constraint is now power, memory, and the physical plant. A venture firm famous for software scale is putting a billion dollars into saying so.
The fund arrives as the data-center economy hits a wall. We have tracked the buildout's growing pains — power, water, land, and grid interconnect are now pacing the race more than chip supply. a16z is betting that whoever can shorten the loop between model demand and physical supply will own the next leg of the cycle.
Meta's India and SE Asia VP is leaving for OpenAI. Sandhya Devanathan, who has run Meta's India and Southeast Asia business for the past decade, is joining OpenAI to oversee consumer growth and enterprise adoption across Southeast Asia and Australia. The move is a high-profile talent transfer to a company still building out its international sales muscle, and a sign that OpenAI is treating the region as a strategic beachhead — not a follow-on market.
What to watch: Whether a16z's first Machine Age checks skew toward power and cooling startups (a bet on a near-term squeeze) or toward robotic systems and edge silicon (a longer horizon on physical AI itself). On the people side, watch who replaces Devanathan at Meta — the seat has become one of the most-watched in Asia tech.
Do you think dedicated infrastructure funds will outpace generalist AI VC over the next 18 months? Tell us in the comments.
